Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study

7 October 2019

Papers citing "Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study"

10 / 10 papers shown

Title
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 67 131 0 04 Mar 2019
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control F. Ebert Chelsea Finn Sudeep Dasari Annie Xie Alex X. Lee Sergey Levine SSL 100 383 0 03 Dec 2018
World Models David R Ha Jürgen Schmidhuber SyDa 113 1,062 0 27 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 77 525 0 21 Feb 2018
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 58 243 0 22 Mar 2017
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 80 416 0 09 Jul 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 186 5,056 0 05 Jun 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 119 1,880 0 17 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 508 7,952 0 13 Jun 2015
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 231 7,518 0 09 Jun 2014